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I built a QA gate that flags black frames, freezes and flicker in AI video renders before you pay for the next one (paid tool, maker here)

This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.

Hi r/comfyui , maker here. Flaired as Commercial Interest because this is a paid tool. Quick math: 200 renders a month at $0.50 each, with a quarter thrown away for black frames, a frozen second or a keyframe that drifted off-model. That's $25 a month, $300 a year, spent on clips that never make th…

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  1. 2026-09-14 13:51 · r/comfyui
    I built a QA gate that flags black frames, freezes and flicker in AI video renders before you pay for the next one (paid tool, maker here)

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